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20 856 (0,135s) •

Project

Functional data analysis and related topics (GA15-06991S)

Statistical methodologies dealing with functional data are called Functional Data Analysis (FDA), where the term “functional” emphasizes the fact that the data to handle functional

BA - Obecná matematika

  • 2015 - 2017
    • •
  • 7 762 tis. Kč
    • •
  • 7 762 tis. Kč
    • •
  • GA ČR
Project

New approaches to aggregation operators in analysis and processing of data (GA18-06915S)

of various applications in data analysis and related processing algorithms. The key point functions, analysis of particular classes represented by Sugeno-type integrals and generating of multivariate aggregation <...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2018 - 2020
    • •
  • 8 608 tis. Kč
    • •
  • 6 987 tis. Kč
    • •
  • GA ČR
Project

Geometric Multivariate and Non-Euclidean Statistics (LL2407)

Cutting-edge research project in the area of statistical theory of multivariate and non-Euclidean data. In particular, research in the field of the so-called data depth, its theoretical properties, and statistical applications.......

Statistics and probability

  • 2024 - 2029
    • •
  • 35 956 tis. Kč
    • •
  • 35 956 tis. Kč
    • •
  • MŠMT
Project

Statistical inference for complex stochastic processes in econometric modelling (GJ17-22950Y)

on functional data analysis of partially observed trajectories and non-smooth processesModern econometric data often describe the evolution and dynamics of economic phenomena in time and space. Statistically, such...

BB - Aplikovaná statistika, operační výzkum

  • 2017 - 2021
    • •
  • 2 398 tis. Kč
    • •
  • 2 398 tis. Kč
    • •
  • GA ČR
Project

Statistical analysis of functional random variable and its applications (GA201/08/0486)

Functions as random elements and statistical analysis of functional data is a rapidly growing field of modern probability and statistics. During the last decade functional data analysis. ...

BA - Obecná matematika

  • 2008 - 2010
    • •
  • 1 505 tis. Kč
    • •
  • 1 505 tis. Kč
    • •
  • GA ČR
Project

Generalized relative data and robustness in Bayes spaces (GF22-15684L)

“Relative data” refer to statistical data which are part of a whole, which is typically reflected in the reported data unit (mg/kg, ppm, %, etc.). The analysis of such data should not depend on the dat...

Applied mathematics

  • 2022 - 2024
    • •
  • 3 693 tis. Kč
    • •
  • 3 693 tis. Kč
    • •
  • GA ČR
Project

Functional Fourier Data Analysis (GA23-05737S)

for functional data, i.e., in the setup when the observations are square-integrable random functions on a compact interval. The main tool is the Fourier transform of the underlying probability measure or the so-called char...

Statistics and probability

  • 2023 - 2025
    • •
  • 6 573 tis. Kč
    • •
  • 5 976 tis. Kč
    • •
  • GA ČR
Project

Approximation of functions by decision trees and its application in data analysis (GA201/00/1482)

The aim of the project is to contribute to the development of tools for tree-based data analysis. The project joins potentials of three disciplines - machine domain functions by decision trees and related models. We will pr...

BA - Obecná matematika

  • 2000 - 2002
    • •
  • 1 125 tis. Kč
    • •
  • 711 tis. Kč
    • •
  • GA ČR
Project

Learning of functional relationships from high-dimensional data (GAP202/11/1368)

analysis of large-scale  connectionistic computational systems suitable for processing high-dimensional data. The research will be focused on investigation of model on the dimension of their input data. Estimates of comple...

IN - Informatika

  • 2011 - 2013
    • •
  • 4 314 tis. Kč
    • •
  • 4 314 tis. Kč
    • •
  • GA ČR
Project

Influence of the pacing site on left ventricular synchrony and function in children A multi-centre study (NT12321)

observational study with multi-center data acquisition. Data analysis: Analysis of echocardiographic, ECG and chest x-ray data in a core lab including evaluation of intra- and inter-observer variability. ...

FA - Kardiovaskulární nemoci včetně kardiochirurgie

  • 2011 - 2013
    • •
  • 2 377 tis. Kč
    • •
  • 2 377 tis. Kč
    • •
  • MZ
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